Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "109"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 109 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 231 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 221 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_31465/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 109, Node 10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.262947 -0.474689 1.648959 1.658651 0.242405 -0.397497 0.750266 0.740870 0.7624 0.7826 0.2518 3.068649 3.122741
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.00% 0.851157 -0.518712 -0.279744 -1.049961 -0.757432 -0.784679 -0.085813 0.245713 0.6954 0.6941 0.2409 2.066271 2.475515
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.162891 -0.626413 -0.562162 -0.681439 -0.000142 -0.150968 1.495718 -0.118369 0.0320 0.0478 0.0012 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.485644 -0.560933 -0.367017 -0.177420 -0.891685 -0.329838 0.168701 -0.550369 0.6257 0.6386 0.3505 1.466388 1.509620
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 2.118626 -0.335785 -0.560565 -0.677162 -0.326810 -0.675386 -0.500446 -0.525850 0.6350 0.6456 0.3419 1.992909 1.953947
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.828818 -0.964452 1.830304 2.050438 -0.298865 0.898927 0.187593 0.593740 0.6800 0.6807 0.2744 1.799689 1.945321
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.065745 -0.351424 -0.471058 -0.577883 -0.661937 -0.597757 -0.347947 -0.717998 0.7360 0.7218 0.2222 2.328881 2.377656
2459587 digital_ok 0.00% - - - 2.80% 0.00% 1.077662 -0.662957 0.434627 -0.323334 -0.901751 -0.725508 0.693161 0.946230 nan nan nan 0.843322 0.863701
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% -0.434391 -0.632633 0.126090 -0.101008 -0.153913 -0.502380 0.108174 0.067354 0.6348 0.6510 0.3326 1.513651 1.474770
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.089684 0.250136 -0.380345 0.657073 0.958707 1.493672 0.318204 0.136895 0.0331 0.0628 0.0014 0.000000 0.000000
2459584 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.60% 2.232505 -0.593150 -0.586861 -0.993119 0.255398 -0.068328 0.615897 -0.106017 0.5803 0.5944 0.3413 1.299182 1.282866
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% 1.013165 -0.925641 -0.782047 -0.955102 -0.148887 -0.798346 0.965581 -0.171289 0.6387 0.6530 0.3589 1.648338 1.720260
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% 0.257087 -1.000207 -0.723104 -0.799250 -0.674677 -1.012047 -0.456542 -0.694766 0.6446 0.6548 0.3630 1.614349 1.642422
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 0.850810 -0.855362 -0.809393 -0.728886 -0.065163 -0.805657 2.859993 0.263103 0.6473 0.6589 0.3606 1.652985 1.574739
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 0.366094 -1.043162 -0.665887 -0.790211 -0.695761 -0.827168 -0.259119 -0.467452 0.6457 0.6564 0.3663 1.723842 1.752472
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.469230 0.175743 -0.655819 -0.096706 -0.389673 0.452714 -0.326514 -0.649544 0.0340 0.0605 0.0016 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 0.00% 0.511802 -0.672670 -0.233243 -0.648698 -0.946433 0.026475 -0.353688 3.284755 0.6703 0.6797 0.3637 1.545241 1.604236
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.54% 0.586338 -0.866370 -0.655628 -0.673545 -1.060442 -1.003828 -0.720809 -0.711857 0.7404 0.7450 0.3089 1.656828 1.754271
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 1.072382 -0.981403 -0.523677 -0.836670 -0.045963 -0.379878 0.214315 -0.410744 0.6699 0.6817 0.3589 1.532239 1.554180
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 1.470098 -1.038335 -0.760532 -0.854122 -1.087272 -1.078036 -0.821787 -0.289137 0.6583 0.6729 0.3657 1.460570 1.529572
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.908096 -1.054648 -0.506435 -0.812701 -0.857632 -0.814197 -0.415258 -0.347440 0.6596 0.6705 0.3664 1.535758 1.608207
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.255349 0.184062 -0.780869 -0.201344 -1.149055 -0.725712 -0.418051 -1.372678 0.0282 0.0426 0.0012 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 1.200627 -1.014276 -0.426062 -0.943004 -0.804883 -0.997052 -0.576245 -1.021488 0.7501 0.7561 0.2252 2.280961 2.096604
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 1.822608 -0.884003 -0.527244 -0.804817 -1.157155 -0.775041 0.616293 -0.274756 0.6564 0.6655 0.3741 1.631460 1.623504
2459565 digital_ok 0.00% - - - 93.33% 0.00% 1.518751 1.518751 1.412081 1.412081 0.654293 0.654293 0.137774 0.137774 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% 2.980235 -0.338179 -0.114047 -0.883994 -0.403847 -0.122299 1.625001 0.557315 0.6620 0.6665 0.3745 1.545395 1.543822
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.524318 -0.799377 -0.442144 -0.861557 -0.559199 -0.564336 -0.346460 0.895701 0.6622 0.6701 0.3666 1.710079 1.733124
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.394651 -0.312607 0.001409 -0.232451 -0.047779 0.485123 0.001094 0.141864 0.6661 0.6751 0.3661 1.645955 1.650266
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.822241 -0.957263 -0.991823 -1.188620 -0.717641 -0.292548 -0.166461 -0.674407 0.6709 0.6850 0.3635 1.634362 1.673383
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.646948 -0.338039 0.017159 -0.263937 -0.127913 0.566844 1.217533 -0.072553 0.6634 0.6722 0.3744 1.590861 1.581885
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 1.387697 -0.574886 -0.017327 -0.502767 -0.247048 0.685628 0.965036 0.434265 0.6668 0.6760 0.3610 1.581281 1.598145
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.769692 -1.039987 -0.666115 -0.803026 -1.056142 -0.349276 1.158047 -0.198360 0.6700 0.6782 0.3689 1.458937 1.458922
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0353 0.0809 0.0014 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.975945 -0.706526 -0.703933 -0.722662 -0.889048 -0.590280 -0.535422 0.012956 0.6653 0.6728 0.3677 1.580438 1.645808
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6704 0.6778 0.3757 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6704 0.6777 0.3742 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.321322 -1.079169 -0.739443 -0.622787 -0.601872 -1.261918 0.966063 -0.334106 0.6769 0.6832 0.3733 0.460097 0.467085
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 1.935140 -0.544048 -0.093770 -0.461560 -0.273247 0.211840 -0.027496 -0.143486 0.6619 0.6727 0.3730 1.577127 1.529315
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0449 0.0638 0.0007 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 2.183796 -1.161276 -0.643163 -0.969132 -0.978909 0.600122 -0.511088 -0.402454 0.6674 0.6812 0.3790 1.519924 1.504928
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.505541 -1.122972 -0.089773 -0.972723 -0.448950 -0.580651 0.502760 0.214732 0.7318 0.7383 0.3327 4.766452 4.172095
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% 1.603587 -0.801240 -0.949607 -1.099732 0.656987 -1.160603 -0.086245 -0.930471 0.7233 0.7250 0.3089 1.568134 1.562036
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% 1.479945 0.000069 -0.348190 -0.322963 -0.242606 -1.553267 0.950073 0.611602 0.7318 0.7271 0.3232 1.513907 1.518521
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.174220 0.340672 -0.235194 -0.042679 -0.430739 -0.291883 6.382894 3.865097 0.0894 0.0817 0.0128 0.000000 0.000000
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.704016 -0.485046 -0.940207 -1.049940 -0.803789 -1.690500 0.871223 1.329224 0.0898 0.0808 0.0125 1.359002 1.374995
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.449573 -0.264811 -0.205191 -0.281379 0.599366 -0.419204 1.576021 1.488923 0.1040 0.0813 0.0148 11.036063 5.968875
2459533 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.122409 -0.101365 -0.790184 -0.733251 -0.855028 -0.367077 -0.011224 -0.238153 0.0964 0.0785 0.0154 32.484078 23.532344
2459532 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.353881 -0.141403 -0.716071 -0.869731 -0.558519 -0.176926 0.440871 2.443367 0.0949 0.0789 0.0146 34.106339 24.842275
2459530 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.150265 0.055310 -0.113753 -0.316390 -0.134967 0.065909 1.164089 3.659530 0.1018 0.0830 0.0189 0.000000 0.000000
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.399272 -1.076656 -0.746420 -0.931443 0.093367 0.577863 1.082346 -0.440887 0.9121 0.9404 0.2843 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 4.590724 -0.954662 -0.514520 -0.680489 0.573985 -0.003501 3.448789 0.399467 nan nan nan 0.000000 0.000000
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 54.55% 45.45% 3.118416 -0.261832 -0.673261 -0.625047 0.134092 1.018032 3.115038 0.348641 0.6722 0.7238 0.3437 0.000000 0.000000
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.123151 0.184346 -0.607608 -0.652393 -0.969257 0.978839 -0.564633 -0.919294 0.0315 0.0691 0.0035 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.319006 -1.020923 -0.989454 -0.876955 -0.037402 0.292724 -0.294568 -0.576381 0.9182 0.9583 0.1766 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 3.401005 -0.986524 -0.595419 -0.928995 -0.576382 0.268549 3.557375 -0.045669 0.8958 0.8755 0.1757 5.900746 6.641265
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.220346 -1.081349 -0.769465 -0.501770 -0.626040 -0.720569 3.701085 3.403040 0.8806 0.8734 0.4493 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 0.00% -0.030097 -0.860561 -0.208792 -0.362021 -0.692012 -0.216717 1.129481 1.854953 0.8919 0.9207 0.3646 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.445409 -1.046419 -0.428274 -1.178065 -0.597976 -0.441830 1.783716 1.881582 0.9033 0.9181 0.3602 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.169378 -1.098954 -0.739655 -1.179407 -0.494408 -0.691210 0.258492 1.447789 0.9078 0.9471 0.1779 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.408646 -0.886061 -0.580205 -0.659572 -0.427345 -0.645441 3.297958 0.887645 0.9084 0.9213 0.3880 0.000000 0.000000
2459497 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.478301 -1.173234 -0.404077 -0.512796 -0.651082 -0.274043 2.566490 0.351151 0.9075 0.9358 0.3476 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.510995 -1.524554 -0.673381 -0.675600 -0.921245 -0.687887 -0.742968 -0.576698 0.9212 0.9233 0.3858 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.457169 -1.073581 -0.783574 -0.537465 -0.668614 -0.906734 -0.786476 -0.417079 0.9183 0.9199 0.4150 0.000000 0.000000
2459494 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.018435 -1.167853 -0.850018 -1.008997 -0.125677 -0.458074 6.232811 1.780544 0.9116 0.9133 0.4177 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 3.189678 -1.457799 -1.322703 -0.203378 -1.114903 0.896343 0.271081 -0.584698 0.7760 0.8232 0.3153 0.144390 0.165046
2459491 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.384868 -0.910708 -1.207453 -0.420406 -0.669064 0.101114 1.055522 0.117635 0.8097 0.8352 0.2573 4.680364 3.911333
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 2.799618 -1.644256 -1.691834 -0.172498 -0.463665 0.496656 3.401068 0.264870 0.7638 0.8176 0.3662 1.807108 1.616697
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 3.276596 -1.114739 -1.428620 -0.479601 -0.682402 0.581673 -0.192250 0.023468 0.7786 0.8225 0.3163 1.655995 1.565627
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 14.29% 2.203824 -1.089780 -1.095232 -0.406591 -1.114254 0.682849 2.949513 0.810425 0.7798 0.8249 0.3452 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 109: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 1.714180 -1.398172 -0.614665 -0.125050 1.090999 -0.778474 -0.663200 1.714180 -0.089247

Antenna 109: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 0.816406 0.412379 -0.852572 -0.075861 -0.010493 0.030966 -1.003436 0.816406 -0.074046

Antenna 109: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 109: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 1.373545 -1.093615 -0.325875 -0.842797 -0.108971 -0.229248 0.211656 1.373545 0.833944

Antenna 109: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 0.126979 -0.454824 -0.786733 -0.301608 -0.050836 0.126979 -1.403948 0.018734 -0.659606

Antenna 109: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 7.798509 -1.095496 -0.837888 -0.484050 -0.930556 -0.327291 -1.032689 7.798509 6.223255

Antenna 109: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.535303 -0.709877 -0.443748 0.292011 0.515673 -0.026546 -0.290036 -0.690011 0.535303

Antenna 109: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.074153 -0.534074 -0.677342 0.048367 -0.754372 -0.047808 -0.842677 0.074153 -0.368342

Antenna 109: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Variability 0.259664 -0.562836 -0.531880 -0.615045 0.047854 -0.527108 0.259664 -0.280354 -0.197411

Antenna 109: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties -0.037213 -0.437424 -0.843273 -0.619120 -0.348057 -0.306472 -1.045150 -0.406378 -0.037213

Antenna 109: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power 1.470379 -0.596468 -0.873440 1.470379 -0.067004 0.309948 -0.229795 -1.178375 -0.782203

Antenna 109: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power 0.224581 -0.332401 -0.712223 -0.010643 0.224581 -1.102577 -0.537528 0.078865 -0.819131

Antenna 109: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.823184 -0.291661 -0.587151 0.234387 -0.655659 -0.175044 -0.301472 0.823184 -0.060677

Antenna 109: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Power 0.268636 -0.724011 -0.473217 -0.584504 0.268636 -0.275139 0.140541 -0.382976 0.147780

Antenna 109: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Shape 0.085897 -0.863305 0.085897 0.012158 -0.012158 -0.670516 -0.892704 -0.849453 -0.370126

Antenna 109: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Power 0.165464 -0.561883 -0.342832 0.165464 -0.828876 -0.457022 -1.013787 -0.485038 -0.912663

Antenna 109: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 109: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 4732.059238 54.120982 140.366389 133.690612 194.968628 120.092039 260.823999 1943.667351 4732.059238

Antenna 109: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.096273 -0.624069 -0.774870 -0.169603 -0.659189 -0.141038 -0.686541 0.096273 -0.106330

Antenna 109: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.321321 -0.686289 -1.013877 -0.122547 -0.816770 -0.615021 -0.565000 0.321321 -0.143290

Antenna 109: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 109: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 2.905600 -0.520741 -0.752237 0.130070 -0.686946 -0.387416 -0.622138 2.905600 -0.318071

Antenna 109: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.828799 -0.703332 -0.705225 -0.006441 -0.529140 -0.647719 -0.646864 0.828799 0.221658

Antenna 109: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 2.462833 -0.751327 -0.464592 -0.580358 0.262749 -0.083324 0.081436 0.785507 2.462833

Antenna 109: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 3.122865 -0.173828 -0.632393 0.813023 -0.035488 -0.666569 -0.682413 3.122865 1.278899

Antenna 109: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 1.145725 -0.907133 -1.067990 -0.236145 0.222576 -0.759178 -0.396354 -0.062819 1.145725

Antenna 109: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Power 0.148764 -0.555034 -0.945308 0.148764 -0.851818 -0.233596 -0.995521 -0.049149 -0.275695

Antenna 109: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Power 0.060389 -0.958044 -1.069642 0.060389 -0.673638 -1.102072 -0.219548 0.005199 -0.889086

Antenna 109: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 0.770273 -0.427524 0.679383 -0.903883 0.515826 -0.951018 0.770273 0.019111 -1.342188

Antenna 109: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 Not Found ee Temporal Discontinuties 1207.513926 68.050291 51.664629 72.447604 67.898200 215.534007 264.355880 1118.288974 1207.513926

Antenna 109: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 1944.024291 102.732535 50.551716 76.410530 65.477700 158.422419 67.535138 1944.024291 943.046172

Antenna 109: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 2470.522253 30.901529 47.683671 46.667275 47.634872 117.417503 128.164420 2272.361231 2470.522253

Antenna 109: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 2585.301641 89.176498 154.910035 291.323558 326.065076 42.833802 73.541119 1707.455155 2585.301641

Antenna 109: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 1161.706908 35.680507 43.023022 69.948516 61.772944 243.633978 217.872166 1021.878212 1161.706908

Antenna 109: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 1273.490878 81.050474 65.923976 78.435469 81.447549 425.446326 629.879909 1258.223383 1273.490878

Antenna 109: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 0.455712 0.020526 0.433451 -0.793368 0.182008 -0.102358 0.455712 0.149732 -1.493797

Antenna 109: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power -0.009779 -0.726440 -0.752167 -0.139767 -0.009779 -1.112400 -0.436325 -0.397634 -0.775159

Antenna 109: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Variability -0.355549 -1.000830 -1.252340 -0.979333 -0.444326 -0.840674 -0.355549 -0.629898 -0.382244

Antenna 109: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power 0.545430 0.474020 -0.290871 0.545430 -0.710049 -0.093540 -0.304060 -0.976936 -0.089764

Antenna 109: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.603094 0.603094 -0.353186 0.578592 -0.966302 -0.479012 -0.434484 -1.228904 -0.010050

Antenna 109: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.739225 0.739225 -0.378862 0.502507 -0.916340 -0.405968 -0.538221 -1.091925 -0.291244

Antenna 109: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Power -0.225050 -0.989048 -0.544969 -0.278644 -0.225050 -0.920839 -1.150604 -0.673144 -0.412604

Antenna 109: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power 0.549696 -0.586896 0.394245 -0.993176 0.549696 -0.286765 -0.230082 -0.013957 -0.982393

Antenna 109: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 0.198337 -0.037926 -0.824929 0.155710 -0.984712 -0.012006 -0.507759 0.198337 -0.238585

Antenna 109: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power 0.188948 -0.009500 -0.673689 0.188948 -0.899028 0.008594 -1.220504 -1.041655 -0.018163

Antenna 109: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.310767 0.310767 -0.445378 0.229673 -0.854257 -0.390320 0.070681 -1.303675 0.209121

Antenna 109: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.090754 0.090754 -0.652973 -0.002859 -1.035128 -0.938804 -0.194115 -1.170425 -0.298034

Antenna 109: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 1.075671 -0.259019 -1.269517 0.595459 -0.348688 0.222977 -0.765971 1.075671 -0.550133

Antenna 109: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 0.810464 -0.721804 -0.022052 -0.851990 0.066290 -0.795940 0.810464 -0.362332 -0.396356

Antenna 109: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 0.295087 -0.070859 -0.685994 -0.001584 -0.913144 0.295087 -1.114400 -1.064738 -0.137722

Antenna 109: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 1.422343 -0.318804 0.126496 -0.821394 -0.110248 -0.820859 1.422343 0.077394 -1.138499

Antenna 109: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 109: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Power 0.199963 -0.534383 0.127073 -0.813818 0.199963 -0.432449 -0.191396 -0.107678 -1.078837

Antenna 109: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.197842 -1.103853 -1.195634 -0.342160 0.191719 -0.720657 -0.821032 0.197842 -0.797354

Antenna 109: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 0.795152 0.253633 -0.445863 0.353558 -0.776719 0.795152 0.001197 -0.831954 -0.052607

Antenna 109: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Power 0.062323 -1.228003 -1.275986 -0.173391 0.062323 -0.884437 -0.415023 -0.678825 -0.386218

Antenna 109: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.377947 0.377947 -0.116181 -0.093415 -0.743904 0.193888 -0.503816 -0.825035 -0.490494

Antenna 109: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.500945 0.500945 0.053706 0.263144 -0.641738 -0.042478 -0.874234 -0.990458 -0.400471

Antenna 109: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.053674 -0.884235 -0.922642 -0.418218 -0.626477 -0.599723 -1.032022 0.053674 -0.654383

Antenna 109: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Shape 0.878848 0.658197 0.878848 -0.975632 -1.389225 -1.540654 -1.206890 0.231076 -0.624114

Antenna 109: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.493340 0.493340 0.033445 0.285091 -0.586537 -0.578001 -0.397712 -0.348809 -0.340294

Antenna 109: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Shape 0.304865 0.304865 -0.028317 -0.159598 -0.925348 0.101325 0.024861 -1.145351 0.139129

Antenna 109: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Variability 4.321790 0.857626 0.274488 0.437637 -0.921739 4.321790 -0.349419 -0.330791 0.724541

Antenna 109: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Variability 0.631537 -1.668597 -1.113104 -0.814379 -0.567135 0.631537 0.442825 -0.125905 -0.399737

Antenna 109: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 0.816250 -0.907778 -1.273562 -0.855275 -0.113737 -0.125083 -0.476660 0.268239 0.816250

Antenna 109: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 13925.599665 4095.396583 4095.396583 3845.008784 3845.008784 2818.957314 2818.957314 13925.599665 13925.599665

Antenna 109: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok nn Temporal Discontinuties 3158.174514 816.505913 816.505913 736.949573 736.949573 792.850376 792.850376 3158.174514 3158.174514

Antenna 109: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 2214.920836 736.340711 736.340711 725.065534 725.065534 674.557372 674.557372 2214.920836 2214.920836

Antenna 109: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 N10 digital_ok ee Temporal Discontinuties 1.755996 -1.261735 -0.409746 -0.571704 0.321996 -0.865828 0.332329 0.837785 1.755996

Antenna 109: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Discontinuties 1.349233 -0.992027 -0.479684 1.032337 -0.963864 1.098621 0.813396 1.349233 -0.834751

Antenna 109: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Shape 0.806434 -1.253340 0.806434 0.740551 -0.810885 0.612386 -0.538233 0.303505 -0.691725

Antenna 109: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Variability 0.767599 -1.398658 -0.612425 0.117478 -0.833355 0.767599 0.530818 0.492546 -0.080003

Antenna 109: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Power 1.286751 -1.072388 -0.714665 1.286751 -0.322788 -0.805225 0.024218 0.254594 -0.356040

Antenna 109: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability 0.303031 -0.733375 -0.694174 0.124784 -0.866867 -1.251205 0.303031 -0.284484 -0.360782

Antenna 109: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 109: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability 3.842503 -0.664530 -0.606784 -0.386909 -0.937325 3.842503 -0.031259 0.325134 0.052451

Antenna 109: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Discontinuties 0.557508 -0.992853 -1.249700 -0.680371 -0.703695 0.358227 -0.459403 -0.284687 0.557508

Antenna 109: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Discontinuties 0.071068 -0.981843 -1.326574 -0.747164 -0.511485 -0.365270 -0.530986 -0.353793 0.071068

Antenna 109: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability 0.249643 -1.420985 -0.816348 -0.968356 -0.689964 -0.593873 0.249643 -0.788047 -0.012857

Antenna 109: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties 0.131919 -0.801071 -1.318051 -0.894909 -0.475322 0.005968 -0.574881 0.131919 -1.012587

Antenna 109: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties 0.067104 -1.243969 -0.666208 -0.980786 -0.671514 -0.600246 -0.356038 -0.828141 0.067104

Antenna 109: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 109: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Power inf 700.566605 2140.348634 inf inf -14084.585532 79097.976497 -28815.145584 205069.423902

Antenna 109: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability 0.170501 -0.577011 -1.278705 -0.932398 -1.010470 0.170501 -0.580871 -0.252942 -0.458891

Antenna 109: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties 0.020470 -0.934250 -0.888129 -0.622101 -0.856144 -0.691649 -1.119324 0.020470 -0.002334

Antenna 109: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 109: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Discontinuties 0.527903 -0.132365 -0.477843 -0.469796 -0.060264 -0.016686 -0.469049 -0.739265 0.527903

Antenna 109: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties -0.584814 -1.287246 -0.756762 -1.223891 -0.777115 -1.257886 -0.796672 -1.793105 -0.584814

Antenna 109: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Discontinuties 2.561459 -0.453637 -0.335345 -0.938221 -0.214062 -0.044121 -0.702594 2.561459 1.005658

Antenna 109: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Shape 2.500686 1.001857 2.500686 -0.337642 1.820447 0.332709 -1.337424 0.978444 -1.593397

Antenna 109: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties 0.930931 -0.527349 -1.262426 -0.749226 -0.630818 -0.110050 -1.147371 0.930931 -0.064743

Antenna 109: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability 0.594723 -0.387529 -0.049940 -0.244723 -0.745117 0.171655 0.594723 0.535187 -0.984971

Antenna 109: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability -0.154371 -0.587696 -0.394677 -0.810358 -1.229202 -0.154371 -0.972079 -0.483087 -0.693143

Antenna 109: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties 1.005944 -0.249171 -0.540096 -0.668878 -1.075512 -0.556867 -0.583970 0.493451 1.005944

Antenna 109: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok ee Temporal Discontinuties 0.673812 -0.556196 -0.365138 -1.025657 -0.989679 -0.585411 -0.361061 -0.078254 0.673812

Antenna 109: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties -0.129228 -0.693737 -0.776714 -0.922925 -1.040231 -0.499683 -1.361535 -0.129228 -0.268019

Antenna 109: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Variability -0.436769 -0.468828 -0.912336 -0.963744 -0.837952 -0.436769 -0.699232 -0.636179 -1.145823

Antenna 109: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Temporal Discontinuties 0.041798 -0.544395 -0.964212 -0.494909 -0.220896 -0.662982 -0.128859 0.041798 -0.085279

Antenna 109: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Shape 0.673773 0.170811 0.673773 -0.115028 -0.694742 -0.415810 -0.162548 0.162129 -0.326164

Antenna 109: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
109 10 digital_ok nn Power 0.021748 -0.952378 -0.429482 0.021748 -0.930823 -0.733009 -0.952653 -0.676228 -0.070097